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AtlasRepo

iannuttall/seo — The only SEO skill your agent needs.

Description and use

Here's a 2-3 sentence summary of the open-source project:

The iannuttall/seo project is an open-source solution that enables AI agents to access a wide range of SEO audit tools through a local CLI and MCP server, utilizing crawl, Search Console, and GA4 data. This project offers a standardized protocol for connecting AI assistants to real tools and data, making it easier to integrate and utilize various SEO tools. With its high production readiness and strong ecosystem signals, this project is suitable for serious pilots and adoption.

**Value:**
The iannuttall/seo project provides a standardized protocol for connecting AI assistants to real tools and data, making it easier to integrate and utilize various SEO tools. This allows developers to focus on leveraging AI agents for tasks such as SEO audits, without worrying about the technical complexities of integrating multiple tools and data sources.

**Practical Adoption Path:**
To adopt the iannuttall/seo project, developers can start by evaluating its implementation signals, such as API/SDK/CLI, language metadata, or focused topics. They can then explore the project's documentation and existing integrations to understand how to connect their AI agents to the available SEO tools. Once familiar with the project, developers can begin implementing the standardized protocol in their own applications.

Problem

iannuttall/seo helps connect AI assistants to real tools and data through a standard protocol.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

  • connect AI agents to tools
  • ship Model Context Protocol servers
  • standardize integrations

Evidence

The only SEO skill your agent needs. 70+ SEO audit tools through a local CLI and MCP server, using your own crawl, Search Console, and GA4 data.

Source

  • Record date: 2026-08-30T21:04:01.128Z